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adapter-bert

allennlp

An open-source NLP research library, built on PyTorch.

annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

att-blstm-relation-extraction

Implementation of Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification.

auto_summ

Online demo of the paper "Unsupervised Document Summarization using pre-Trained Sentence Embeddings and Graph Centrality" published in the Second Scholarly Document Processing Workshop at NAACL-HLT 2021.

awesome-text-summarization

A curated list of resources dedicated to text summarization

badges

Collection of badges for indicating the state of a project

beginners-pytorch-deep-learning

Repository for scripts and notebooks from the book: Programming PyTorch for Deep Learning

bert-extractive-summarizer

Easy to use extractive text summarization with BERT

bertcommentsum

Bert Abstractive Summarization of Online News Discussion Threads

bertology-based-extractive-summarization-for-clinical-notes

A new approach to extract clinical summaries from discharge notes

bertopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

bertsum

Code for paper Fine-tune BERT for Extractive Summarization

best-readme-template

An awesome README template to jumpstart your projects!

biomedical-text-summarization

A combination of k-means clustering and Apriori frequent itemset mining on the concepts obtained using application of UMLS concept mapping on Biomedical Text to achieve summarization.

bm25_text_ranking

A Python implementation of the BM25 ranking function.

buzzwords

GPU-Powered Topic Modelling

checklist

Beyond Accuracy: Behavioral Testing of NLP models with CheckList

clin-summ

Clinical text summarization by adapting large language models

clinical-longformer

cliniqg4qa

CliniQG4QA: Generating Diverse Questions for Domain Adaptation of Clinical Question Answering

declutr

The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!

dodrio-transformer-embedding-visualisation

Exploring attention weights in transformer-based models with linguistic knowledge.

ecco-transformer-visualisation

Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).

emb-gam

An interpretable and efficient predictor using pre-trained language models. Scikit-learn compatible.

explained-predictions-caml-mimic

multilabel classification of EHR notes

exposing_patient_data_release

farm

:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

ferret

A python package for benchmarking interpretability techniques.

genbioel

Generative Biomedical Entity Linking via Knowledge Base-Guided Pre-training and Synonyms-Aware Fine-tuning[NAACL 2022]